Estimation of mobile vehicle range & position using the tobit Kalman filter

Proceedings of the IEEE Conference on Decision and Control

Volumn 2015-February, Issue February, 2014, Pages 5001-5007

  Miller, Cory ^a   Allik, Bethany ^a   Piovoso, Michael ^b   Zurakowski, Ryan ^a  

^a UNIVERSITY OF DELAWARE   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL ENGINEERING;

CLOSED-LOOP CONTROL; ENGINEERING APPLICATIONS; LIMIT OF DETECTION; LINEAR QUADRATIC GAUSSIAN REGULATOR; OCCLUSION EFFECT; POSITION ESTIMATION; RECEIVED SIGNAL STRENGTH; STANDARD KALMAN FILTERS;

KALMAN FILTERS;

EID: 84988233623     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2014.7040170     Document Type: Conference Paper

References (12)

1. J. Tobin, "Estimation of relationships for limited dependent variables," Econometrica: Journal of the Econometric Society, pp. 24-36, 1958.
2. B. Allik, C. Miller, M. Piovoso, and R. Zurakowski, "The tobit kalman filter: An estimator for censored data," IEEE Transactions on Control System Technology, p. (submitted), Sept 2013.
3. B. Allik, C. Miller, M. Piovoso, and R. Zurakowski, "Estimation of saturated data using the tobit kalman filter," American Control Conference, p. (accepted), June 2014.
4. Ibarz-Gabardos, "A kalman filter with censored data"
5. B. Sinopoli, L. Schenato, M. Franceschetti, K. Poolla, M. Jordan, and S. Sastry, "Kalman filtering with intermittent observations," Automatic Control, IEEE Transactions on, vol. 49, no. 9, pp. 1453-1464, 2004.
6. S. Kar, B. Sinopoli, and J. Moura, "Kalman filtering with intermittent observations: Weak convergence to a stationary distribution," Automatic Control, IEEE Transactions on, vol. 57, no. 2, pp. 405-420, 2012.
7. D. Spinello and D. J. Stilwell, "Nonlinear estimation with state-dependent gaussian observation noise," IEEE Transactions on Automatic Control, vol. 55, pp. 1358-1366, 2010.
8. T. H. et al., "Range-free localization schemes for large scale sensor networks," Proceedings of the 9th annual international conference on Mobile computing and networking, vol. 2, pp. 81-95, 2003.
9. G. Calzolari and G. Fiorentini, "Estimating variances and covariances in a censored regression model," 1993.
10. T. Amemiya, "Regression analysis when the dependent variable is truncated normal," Econometrica: Journal of the Econometric Society, pp. 997-1016, 1973.
11. Y. M. Kwon, K. Mechitov, S. Sundresh, W. Kim, and G. Agha, "Resilient localization for sensor networks in outdoor environments," Proceedings 25th IEEE International Conference on Distributed Computing Systems, pp. 643-652, 2005.
12. J. Vander Stoep, "Design and implementation of reliable localization algorithms using received signal strength," Diss. University of Washington, 2009.